Mengjia Xu

A deep convolutional neural network for classification of red blood cells in sickle cell anemia

Mengjia Xu, Dimitrios Papageorgiou, Sabia Z. Abidi et al. · PLoS Computational Biology · 2017 · 226 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Understanding Graph Embedding Methods and Their Applications

Mengjia Xu · SIAM Review · 2021 · 178 citations · Full text

Active Subscription, Engineering, Computational Analysis +22

Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease

Mo Zhang, Xiang Li, Mengjia Xu et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 73 citations

Convolutional Neural Network, Engineering, Machine Learning +23

A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks

Mengjia Xu, David López Sanz, Pilar Garcés et al. · IEEE Transactions on Biomedical Engineering · 2021 · 49 citations · Full text

Disease Progression, Social Sciences, Alzheimer's Disease +20

Scalable algorithms for physics-informed neural and graph networks

Khemraj Shukla, Mengjia Xu, Nathaniel Trask et al. · Data-Centric Engineering · 2022 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18